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The prognostic landscape of tumor-infiltrating immune cells in lung squamous cell carcinoma
BACKGROUND: Exploring novel biomarkers and developing effective therapeutic strategies can improve the prognosis of lung squamous cell carcinoma (LUSC) in the future. The prognostic value of tumor-infiltrating immune cells (TICs) in solid tumors has been extensively studied. However, the landscape o...
Autores principales: | , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
AME Publishing Company
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8246229/ https://www.ncbi.nlm.nih.gov/pubmed/34268412 http://dx.doi.org/10.21037/atm-21-1852 |
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author | Guo, Liang Yi, Jiaoyu Liu, Ming Li, Juanjuan |
author_facet | Guo, Liang Yi, Jiaoyu Liu, Ming Li, Juanjuan |
author_sort | Guo, Liang |
collection | PubMed |
description | BACKGROUND: Exploring novel biomarkers and developing effective therapeutic strategies can improve the prognosis of lung squamous cell carcinoma (LUSC) in the future. The prognostic value of tumor-infiltrating immune cells (TICs) in solid tumors has been extensively studied. However, the landscape of TICs involved in the prognosis of non-small cell lung cancer (NSCLC), especially in LUSC, remains unclear and should be systematically investigated. METHODS: This retrospective study analyzed the immune-related transcriptional profiles of 490 LUSC patients from The Cancer Genome Atlas (TCGA) cohort. Using the CIBERSORT method, TICs were evaluated and examined for their association with overall survival (OS) in LUSC. RESULTS: Out of the 27 TICs, 14 were correlated with prognosis in LUSC. A novel prognostic model characterized by fewer memory B cells and more central memory CD8 T cells, regulatory T cells (Tregs), and plasmacytoid dendritic cell (pDC) infiltration predicted poor OS in LUSC with high accuracy. The 1-, 3-, and 5-year areas under the curve (AUC) were 0.95, 0.98, and 0.96, respectively, in the training cohort. This finding was further validated in the validation cohort, where the 1-, 3-, and 5-year AUCs were 0.95, 0.98, and 0.95, respectively. CONCLUSIONS: These findings may provide more effective prognostic biomarkers and potential therapeutic targets for the immunotherapy of LUSC. |
format | Online Article Text |
id | pubmed-8246229 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | AME Publishing Company |
record_format | MEDLINE/PubMed |
spelling | pubmed-82462292021-07-14 The prognostic landscape of tumor-infiltrating immune cells in lung squamous cell carcinoma Guo, Liang Yi, Jiaoyu Liu, Ming Li, Juanjuan Ann Transl Med Original Article BACKGROUND: Exploring novel biomarkers and developing effective therapeutic strategies can improve the prognosis of lung squamous cell carcinoma (LUSC) in the future. The prognostic value of tumor-infiltrating immune cells (TICs) in solid tumors has been extensively studied. However, the landscape of TICs involved in the prognosis of non-small cell lung cancer (NSCLC), especially in LUSC, remains unclear and should be systematically investigated. METHODS: This retrospective study analyzed the immune-related transcriptional profiles of 490 LUSC patients from The Cancer Genome Atlas (TCGA) cohort. Using the CIBERSORT method, TICs were evaluated and examined for their association with overall survival (OS) in LUSC. RESULTS: Out of the 27 TICs, 14 were correlated with prognosis in LUSC. A novel prognostic model characterized by fewer memory B cells and more central memory CD8 T cells, regulatory T cells (Tregs), and plasmacytoid dendritic cell (pDC) infiltration predicted poor OS in LUSC with high accuracy. The 1-, 3-, and 5-year areas under the curve (AUC) were 0.95, 0.98, and 0.96, respectively, in the training cohort. This finding was further validated in the validation cohort, where the 1-, 3-, and 5-year AUCs were 0.95, 0.98, and 0.95, respectively. CONCLUSIONS: These findings may provide more effective prognostic biomarkers and potential therapeutic targets for the immunotherapy of LUSC. AME Publishing Company 2021-05 /pmc/articles/PMC8246229/ /pubmed/34268412 http://dx.doi.org/10.21037/atm-21-1852 Text en 2021 Annals of Translational Medicine. All rights reserved. https://creativecommons.org/licenses/by-nc-nd/4.0/Open Access Statement: This is an Open Access article distributed in accordance with the Creative Commons Attribution-NonCommercial-NoDerivs 4.0 International License (CC BY-NC-ND 4.0), which permits the non-commercial replication and distribution of the article with the strict proviso that no changes or edits are made and the original work is properly cited (including links to both the formal publication through the relevant DOI and the license). See: https://creativecommons.org/licenses/by-nc-nd/4.0 (https://creativecommons.org/licenses/by-nc-nd/4.0/) . |
spellingShingle | Original Article Guo, Liang Yi, Jiaoyu Liu, Ming Li, Juanjuan The prognostic landscape of tumor-infiltrating immune cells in lung squamous cell carcinoma |
title | The prognostic landscape of tumor-infiltrating immune cells in lung squamous cell carcinoma |
title_full | The prognostic landscape of tumor-infiltrating immune cells in lung squamous cell carcinoma |
title_fullStr | The prognostic landscape of tumor-infiltrating immune cells in lung squamous cell carcinoma |
title_full_unstemmed | The prognostic landscape of tumor-infiltrating immune cells in lung squamous cell carcinoma |
title_short | The prognostic landscape of tumor-infiltrating immune cells in lung squamous cell carcinoma |
title_sort | prognostic landscape of tumor-infiltrating immune cells in lung squamous cell carcinoma |
topic | Original Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8246229/ https://www.ncbi.nlm.nih.gov/pubmed/34268412 http://dx.doi.org/10.21037/atm-21-1852 |
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